Advanced Biostatistics and Machine Learning

Catalog description

Covers both classical and modern statistical methods for biological data analysis. Introduces a range of advanced topics for analyzing complex biological data, including experimental design, dimensionality reduction, time-dependent data analysis and predictive techniques. Emphasizes practical applications using real-world datasets from biological research to conduct statistical analysis, make predictions and draw inferences.